Profiling Report

Dataset statistics

Number of variables	35
Number of observations	100
Missing cells	368
Missing cells (%)	10.5%
Duplicate rows	3
Duplicate rows (%)	3.0%
Total size in memory	28.1 KiB
Average record size in memory	288.0 B

Variable types

Numeric	26
Categorical	9

Alerts

`ERC20_avg_time_between_sent_tnx` has constant value ""	Constant
`ERC20_avg_time_between_rec_tnx` has constant value ""	Constant
`ERC20_avg_time_between_rec_2_tnx` has constant value ""	Constant
`ERC20_avg_time_between_contract_tnx` has constant value ""	Constant
`ERC20_min_val_sent_contract` has constant value ""	Constant
`ERC20_max_val_sent_contract` has constant value ""	Constant
`ERC20_avg_val_sent_contract` has constant value ""	Constant
Dataset has 3 (3.0%) duplicate rows	Duplicates
`Avg_min_between_sent_tnx` is highly overall correlated with `max_val_sent` and 1 other fields	High correlation
`Avg_min_between_received_tnx` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)`	High correlation
`Time_Diff_between_first_and_last_(Mins)` is highly overall correlated with `Avg_min_between_received_tnx` and 4 other fields	High correlation
`min_value_received` is highly overall correlated with `avg_val_received` and 11 other fields	High correlation
`max_value_received` is highly overall correlated with `avg_val_received` and 4 other fields	High correlation
`avg_val_received` is highly overall correlated with `min_value_received` and 5 other fields	High correlation
`min_val_sent` is highly overall correlated with `min_value_received` and 8 other fields	High correlation
`max_val_sent` is highly overall correlated with `Avg_min_between_sent_tnx` and 7 other fields	High correlation
`avg_val_sent` is highly overall correlated with `min_value_received` and 5 other fields	High correlation
`total_Ether_sent` is highly overall correlated with `Avg_min_between_sent_tnx` and 7 other fields	High correlation
`total_ether_received` is highly overall correlated with `max_value_received` and 3 other fields	High correlation
`Total_ERC20_tnxs` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)` and 13 other fields	High correlation
`ERC20_total_Ether_received` is highly overall correlated with `min_value_received` and 7 other fields	High correlation
`ERC20_total_ether_sent` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_uniq_sent_addr` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_uniq_rec_addr` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)` and 8 other fields	High correlation
`ERC20_uniq_rec_contract_addr` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)` and 8 other fields	High correlation
`ERC20_max_val_rec` is highly overall correlated with `min_value_received` and 6 other fields	High correlation
`ERC20_avg_val_rec` is highly overall correlated with `min_value_received` and 6 other fields	High correlation
`ERC20_min_val_sent` is highly overall correlated with `ERC20_total_ether_sent` and 4 other fields	High correlation
`ERC20_max_val_sent` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_avg_val_sent` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_uniq_sent_token_name` is highly overall correlated with `Total_ERC20_tnxs` and 5 other fields	High correlation
`ERC20_uniq_rec_token_name` is highly overall correlated with `Time_Diff_between_first_and_last_(Mins)` and 8 other fields	High correlation
`ERC20_total_Ether_sent_contract` is highly imbalanced (90.7%)	Imbalance
`ERC20_uniq_sent_addr.1` is highly imbalanced (90.7%)	Imbalance
`Total_ERC20_tnxs` has 16 (16.0%) missing values	Missing
`ERC20_total_Ether_received` has 16 (16.0%) missing values	Missing
`ERC20_total_ether_sent` has 16 (16.0%) missing values	Missing
`ERC20_total_Ether_sent_contract` has 16 (16.0%) missing values	Missing
`ERC20_uniq_sent_addr` has 16 (16.0%) missing values	Missing
`ERC20_uniq_rec_addr` has 16 (16.0%) missing values	Missing
`ERC20_uniq_sent_addr.1` has 16 (16.0%) missing values	Missing
`ERC20_uniq_rec_contract_addr` has 16 (16.0%) missing values	Missing
`ERC20_avg_time_between_sent_tnx` has 16 (16.0%) missing values	Missing
`ERC20_avg_time_between_rec_tnx` has 16 (16.0%) missing values	Missing
`ERC20_avg_time_between_rec_2_tnx` has 16 (16.0%) missing values	Missing
`ERC20_avg_time_between_contract_tnx` has 16 (16.0%) missing values	Missing
`ERC20_min_val_rec` has 16 (16.0%) missing values	Missing
`ERC20_max_val_rec` has 16 (16.0%) missing values	Missing
`ERC20_avg_val_rec` has 16 (16.0%) missing values	Missing
`ERC20_min_val_sent` has 16 (16.0%) missing values	Missing
`ERC20_max_val_sent` has 16 (16.0%) missing values	Missing
`ERC20_avg_val_sent` has 16 (16.0%) missing values	Missing
`ERC20_min_val_sent_contract` has 16 (16.0%) missing values	Missing
`ERC20_max_val_sent_contract` has 16 (16.0%) missing values	Missing
`ERC20_avg_val_sent_contract` has 16 (16.0%) missing values	Missing
`ERC20_uniq_sent_token_name` has 16 (16.0%) missing values	Missing
`ERC20_uniq_rec_token_name` has 16 (16.0%) missing values	Missing
`Avg_min_between_sent_tnx` has 48 (48.0%) zeros	Zeros
`Avg_min_between_received_tnx` has 36 (36.0%) zeros	Zeros
`Time_Diff_between_first_and_last_(Mins)` has 10 (10.0%) zeros	Zeros
`min_value_received` has 27 (27.0%) zeros	Zeros
`max_value_received` has 11 (11.0%) zeros	Zeros
`avg_val_received` has 11 (11.0%) zeros	Zeros
`min_val_sent` has 39 (39.0%) zeros	Zeros
`max_val_sent` has 28 (28.0%) zeros	Zeros
`avg_val_sent` has 28 (28.0%) zeros	Zeros
`total_Ether_sent` has 28 (28.0%) zeros	Zeros
`total_ether_received` has 11 (11.0%) zeros	Zeros
`total_ether_balance` has 11 (11.0%) zeros	Zeros
`Total_ERC20_tnxs` has 32 (32.0%) zeros	Zeros
`ERC20_total_Ether_received` has 34 (34.0%) zeros	Zeros
`ERC20_total_ether_sent` has 71 (71.0%) zeros	Zeros
`ERC20_uniq_sent_addr` has 71 (71.0%) zeros	Zeros
`ERC20_uniq_rec_addr` has 34 (34.0%) zeros	Zeros
`ERC20_uniq_rec_contract_addr` has 34 (34.0%) zeros	Zeros
`ERC20_min_val_rec` has 54 (54.0%) zeros	Zeros
`ERC20_max_val_rec` has 35 (35.0%) zeros	Zeros
`ERC20_avg_val_rec` has 35 (35.0%) zeros	Zeros
`ERC20_min_val_sent` has 76 (76.0%) zeros	Zeros
`ERC20_max_val_sent` has 71 (71.0%) zeros	Zeros
`ERC20_avg_val_sent` has 71 (71.0%) zeros	Zeros
`ERC20_uniq_sent_token_name` has 71 (71.0%) zeros	Zeros
`ERC20_uniq_rec_token_name` has 34 (34.0%) zeros	Zeros

Reproduction

Analysis started	2023-04-10 22:09:45.551701
Analysis finished	2023-04-10 22:12:25.218058
Duration	2 minutes and 39.67 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

Avg_min_between_sent_tnx
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	53
Distinct (%)	53.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3478.1513

Minimum	0
Maximum	190984.02
Zeros	48
Zeros (%)	48.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.19
Q3	107.885
95-th percentile	11974.428
Maximum	190984.02
Range	190984.02
Interquartile range (IQR)	107.885

Descriptive statistics

Standard deviation	19751.413
Coefficient of variation (CV)	5.67871
Kurtosis	84.253749
Mean	3478.1513
Median Absolute Deviation (MAD)	2.19
Skewness	8.9120295
Sum	347815.13
Variance	3.901183 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48	48.0%
21.65	1	1.0%
161.16	1	1.0%
23.82	1	1.0%
67.96	1	1.0%
18.96	1	1.0%
2.06	1	1.0%
209.73	1	1.0%
190984.02	1	1.0%
1525.53	1	1.0%
Other values (43)	43	43.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48	48.0%
1.39	1	1.0%
2.06	1	1.0%
2.32	1	1.0%
2.61	1	1.0%
2.66	1	1.0%
3.19	1	1.0%
6.27	1	1.0%
6.4	1	1.0%
7.78	1	1.0%

Value	Count	Frequency (%)
190984.02	1	1.0%
42309.29	1	1.0%
23534.96	1	1.0%
19045.57	1	1.0%
16601.46	1	1.0%
11730.9	1	1.0%
8364.27	1	1.0%
8123.18	1	1.0%
7133.41	1	1.0%
3841.08	1	1.0%

Avg_min_between_received_tnx
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	64
Distinct (%)	64.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2945.5134

Minimum	0
Maximum	43069.21
Zeros	36
Zeros (%)	36.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	76.63
Q3	2377.625
95-th percentile	18895.342
Maximum	43069.21
Range	43069.21
Interquartile range (IQR)	2377.625

Descriptive statistics

Standard deviation	7262.3366
Coefficient of variation (CV)	2.4655589
Kurtosis	14.462343
Mean	2945.5134
Median Absolute Deviation (MAD)	76.63
Skewness	3.6623714
Sum	294551.34
Variance	52741534
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	36.0%
0.82	2	2.0%
1436.76	1	1.0%
1880.12	1	1.0%
1411.11	1	1.0%
774.99	1	1.0%
43069.21	1	1.0%
34602.99	1	1.0%
1905.25	1	1.0%
145.25	1	1.0%
Other values (54)	54	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	36.0%
0.02	1	1.0%
0.03	1	1.0%
0.07	1	1.0%
0.14	1	1.0%
0.29	1	1.0%
0.47	1	1.0%
0.82	2	2.0%
4.72	1	1.0%
8.97	1	1.0%

Value	Count	Frequency (%)
43069.21	1	1.0%
34602.99	1	1.0%
31214.68	1	1.0%
22249.36	1	1.0%
20159.64	1	1.0%
18828.8	1	1.0%
12101.42	1	1.0%
11703.84	1	1.0%
11682.08	1	1.0%
8132.58	1	1.0%

Time_Diff_between_first_and_last_(Mins)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	91
Distinct (%)	91.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	135117.94

Minimum	0
Maximum	1098915.1
Zeros	10
Zeros (%)	10.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	75.155
median	8557.035
Q3	111015
95-th percentile	741385.35
Maximum	1098915.1
Range	1098915.1
Interquartile range (IQR)	110939.85

Descriptive statistics

Standard deviation	255039.08
Coefficient of variation (CV)	1.8875294
Kurtosis	4.6311476
Mean	135117.94
Median Absolute Deviation (MAD)	8557.035
Skewness	2.2904477
Sum	13511794
Variance	6.5044933 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	10.0%
511175.65	1	1.0%
105168.15	1	1.0%
7.98	1	1.0%
32035.63	1	1.0%
956179.85	1	1.0%
9.42	1	1.0%
561.93	1	1.0%
57879.03	1	1.0%
9813.18	1	1.0%
Other values (81)	81	81.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	10.0%
4.18	1	1.0%
7.98	1	1.0%
9.42	1	1.0%
46.45	1	1.0%
56.58	1	1.0%
56.87	1	1.0%
59.38	1	1.0%
61.48	1	1.0%
64.37	1	1.0%

Value	Count	Frequency (%)
1098915.1	1	1.0%
994962.07	1	1.0%
960129.8	1	1.0%
956179.85	1	1.0%
900382.7	1	1.0%
733017.07	1	1.0%
684318.4	1	1.0%
619360.05	1	1.0%
564638.3	1	1.0%
511175.65	1	1.0%

min_value_received
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	57
Distinct (%)	57.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.781391

Minimum	0
Maximum	2435.6107
Zeros	27
Zeros (%)	27.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0486195
Q3	1.3352795
95-th percentile	101
Maximum	2435.6107
Range	2435.6107
Interquartile range (IQR)	1.3352795

Descriptive statistics

Standard deviation	257.73234
Coefficient of variation (CV)	5.2834152
Kurtosis	76.203128
Mean	48.781391
Median Absolute Deviation (MAD)	0.0486195
Skewness	8.3683049
Sum	4878.1391
Variance	66425.961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27	27.0%
101	7	7.0%
0.1	4	4.0%
0.01	3	3.0%
0.5	3	3.0%
0.001	2	2.0%
5	2	2.0%
1	2	2.0%
0.49	2	2.0%
0.769287	1	1.0%
Other values (47)	47	47.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	27.0%
0.0005	1	1.0%
0.000888	1	1.0%
0.000926	1	1.0%
0.001	2	2.0%
0.001054	1	1.0%
0.003	1	1.0%
0.005848	1	1.0%
0.008	1	1.0%
0.01	3	3.0%

Value	Count	Frequency (%)
2435.610738	1	1.0%
525.016521	1	1.0%
517.428338	1	1.0%
512.388539	1	1.0%
101	7	7.0%
50.311864	1	1.0%
35.677299	1	1.0%
15.626123	1	1.0%
13	1	1.0%
11.861025	1	1.0%

max_value_received
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	73
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	180.65873

Minimum	0
Maximum	7000
Zeros	11
Zeros (%)	11.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.65587975
median	4.506846
Q3	31.362271
95-th percentile	269.85329
Maximum	7000
Range	7000
Interquartile range (IQR)	30.706392

Descriptive statistics

Standard deviation	845.79461
Coefficient of variation (CV)	4.6817256
Kurtosis	48.314096
Mean	180.65873
Median Absolute Deviation (MAD)	4.488846
Skewness	6.6738172
Sum	18065.873
Variance	715368.53
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	11.0%
101	7	7.0%
5	5	5.0%
10	4	4.0%
1	3	3.0%
0.1	2	2.0%
1.3	2	2.0%
50.449086	1	1.0%
1483.571662	1	1.0%
0.987	1	1.0%
Other values (63)	63	63.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	11.0%
0.011	1	1.0%
0.025	1	1.0%
0.081312	1	1.0%
0.1	2	2.0%
0.103176	1	1.0%
0.137001	1	1.0%
0.2671	1	1.0%
0.353037	1	1.0%
0.499344	1	1.0%

Value	Count	Frequency (%)
7000	1	1.0%
4271.378867	1	1.0%
1488.611461	1	1.0%
1483.571662	1	1.0%
1475.983479	1	1.0%
206.372758	1	1.0%
187.06	1	1.0%
169.995	1	1.0%
101	7	7.0%
100	1	1.0%

avg_val_received
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	74
Distinct (%)	74.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86.681088

Minimum	0
Maximum	3333.6667
Zeros	11
Zeros (%)	11.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.3271765
median	1.2249035
Q3	10
95-th percentile	144.85999
Maximum	3333.6667
Range	3333.6667
Interquartile range (IQR)	9.6728235

Descriptive statistics

Standard deviation	381.63451
Coefficient of variation (CV)	4.4027425
Kurtosis	54.523618
Mean	86.681088
Median Absolute Deviation (MAD)	1.2248985
Skewness	6.8949963
Sum	8668.1088
Variance	145644.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	11.0%
101	7	7.0%
50.5	6	6.0%
1000.5	3	3.0%
1	2	2.0%
5	2	2.0%
0.1	2	2.0%
4.499779	1	1.0%
0.171657	1	1.0%
1.192081	1	1.0%
Other values (64)	64	64.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	11.0%
1 × 10^-5	1	1.0%
0.025	1	1.0%
0.046829	1	1.0%
0.064736	1	1.0%
0.071885	1	1.0%
0.1	2	2.0%
0.109738	1	1.0%
0.120739	1	1.0%
0.156006	1	1.0%

Value	Count	Frequency (%)
3333.666667	1	1.0%
1000.5	3	3.0%
978.199868	1	1.0%
101	7	7.0%
58.551009	1	1.0%
54.674138	1	1.0%
50.5	6	6.0%
33.828488	1	1.0%
33.666667	1	1.0%
26.688889	1	1.0%

min_val_sent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	56
Distinct (%)	56.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5496884

Minimum	0
Maximum	49.137992
Zeros	39
Zeros (%)	39.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0985145
Q3	1.356543
95-th percentile	11.489968
Maximum	49.137992
Range	49.137992
Interquartile range (IQR)	1.356543

Descriptive statistics

Standard deviation	6.5242888
Coefficient of variation (CV)	2.5588573
Kurtosis	27.851094
Mean	2.5496884
Median Absolute Deviation (MAD)	0.0985145
Skewness	4.714759
Sum	254.96884
Variance	42.566344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	39	39.0%
1	5	5.0%
0.5	3	3.0%
4.29895	1	1.0%
0.199072	1	1.0%
3.99911	1	1.0%
0.130707	1	1.0%
5.959353	1	1.0%
0.004	1	1.0%
4.99938	1	1.0%
Other values (46)	46	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	39	39.0%
0.000198	1	1.0%
0.001078	1	1.0%
0.004	1	1.0%
0.01	1	1.0%
0.023606	1	1.0%
0.041896	1	1.0%
0.049675	1	1.0%
0.06709	1	1.0%
0.09688	1	1.0%

Value	Count	Frequency (%)
49.137992	1	1.0%
25.587227	1	1.0%
21.057	1	1.0%
19.517005	1	1.0%
12.99	1	1.0%
11.411019	1	1.0%
10.483054	1	1.0%
9.999496	1	1.0%
8.973337	1	1.0%
7.813146	1	1.0%

max_val_sent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	72
Distinct (%)	72.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	353.40909

Minimum	0
Maximum	28903.575
Zeros	28
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	21.610579
95-th percentile	193.49035
Maximum	28903.575
Range	28903.575
Interquartile range (IQR)	21.610579

Descriptive statistics

Standard deviation	2895.0333
Coefficient of variation (CV)	8.1917342
Kurtosis	98.417794
Mean	353.40909
Median Absolute Deviation (MAD)	2
Skewness	9.8858825
Sum	35340.909
Variance	8381217.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28	28.0%
2	2	2.0%
91.187396	1	1.0%
28.228	1	1.0%
1452.455404	1	1.0%
4.99938	1	1.0%
0.573212	1	1.0%
5.959353	1	1.0%
3.441286	1	1.0%
4.22	1	1.0%
Other values (62)	62	62.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	28.0%
0.039509	1	1.0%
0.089	1	1.0%
0.09688	1	1.0%
0.136312	1	1.0%
0.202359	1	1.0%
0.266639	1	1.0%
0.352617	1	1.0%
0.5	1	1.0%
0.507617	1	1.0%

Value	Count	Frequency (%)
28903.57479	1	1.0%
1519.64391	1	1.0%
1470.620309	1	1.0%
1452.455404	1	1.0%
312	1	1.0%
187.253	1	1.0%
101	1	1.0%
99.454491	1	1.0%
98.998428	1	1.0%
93.65414	1	1.0%

avg_val_sent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	65
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.448687

Minimum	0
Maximum	2474.2691
Zeros	28
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.2553355
Q3	11.26079
95-th percentile	65.019767
Maximum	2474.2691
Range	2474.2691
Interquartile range (IQR)	11.26079

Descriptive statistics

Standard deviation	266.47503
Coefficient of variation (CV)	5.179433
Kurtosis	70.946507
Mean	51.448687
Median Absolute Deviation (MAD)	1.2553355
Skewness	8.0450911
Sum	5144.8687
Variance	71008.939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28	28.0%
33.666149	7	7.0%
666.999528	2	2.0%
33.666143	2	2.0%
4.99938	1	1.0%
0.170796	1	1.0%
5.959353	1	1.0%
0.648474	1	1.0%
1.065353	1	1.0%
3.244	1	1.0%
Other values (55)	55	55.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	28.0%
2.9 × 10^-5	1	1.0%
0.03285	1	1.0%
0.075958	1	1.0%
0.09688	1	1.0%
0.109202	1	1.0%
0.13332	1	1.0%
0.170796	1	1.0%
0.235476	1	1.0%
0.322818	1	1.0%

Value	Count	Frequency (%)
2474.269105	1	1.0%
666.999528	2	2.0%
500.249528	1	1.0%
99.019293	1	1.0%
63.230318	1	1.0%
50.499487	1	1.0%
33.666163	1	1.0%
33.666155	1	1.0%
33.666149	7	7.0%
33.666146	1	1.0%

total_Ether_sent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	65
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	644.03906

Minimum	0
Maximum	42062.575
Zeros	28
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.2447585
Q3	67.927509
95-th percentile	1449.4441
Maximum	42062.575
Range	42062.575
Interquartile range (IQR)	67.927509

Descriptive statistics

Standard deviation	4316.4464
Coefficient of variation (CV)	6.7021501
Kurtosis	88.127982
Mean	644.03906
Median Absolute Deviation (MAD)	3.2447585
Skewness	9.209567
Sum	64403.906
Variance	18631710
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28	28.0%
100.998446	7	7.0%
2000.998585	2	2.0%
100.9984278	2	2.0%
4.99938	1	1.0%
1.195573	1	1.0%
5.95935347	1	1.0%
4.53932036	1	1.0%
2.13070654	1	1.0%
16.22	1	1.0%
Other values (55)	55	55.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	28.0%
0.0395093	1	1.0%
0.09688	1	1.0%
0.098551	1	1.0%
0.26663926	1	1.0%
0.35261718	1	1.0%
0.5	1	1.0%
0.594496	1	1.0%
0.639139	1	1.0%
0.75612671	1	1.0%

Value	Count	Frequency (%)
42062.57479	1	1.0%
10000.94855	1	1.0%
2000.998585	2	2.0%
2000.998113	1	1.0%
1420.414967	1	1.0%
1097.941133	1	1.0%
1011.685094	1	1.0%
393.2782717	1	1.0%
313.9	1	1.0%
270.853	1	1.0%

total_ether_received
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	72
Distinct (%)	72.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	824.42576

Minimum	0
Maximum	42062.594
Zeros	11
Zeros (%)	11.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.2827094
median	13.08568
Q3	101
95-th percentile	2001
Maximum	42062.594
Range	42062.594
Interquartile range (IQR)	99.717291

Descriptive statistics

Standard deviation	4439.5174
Coefficient of variation (CV)	5.3849815
Kurtosis	77.226675
Mean	824.42576
Median Absolute Deviation (MAD)	13.08568
Skewness	8.4548041
Sum	82442.576
Variance	19709315
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	14	14.0%
0	11	11.0%
2001	3	3.0%
5	2	2.0%
0.1	2	2.0%
1	2	2.0%
7.407787617	1	1.0%
2.939	1	1.0%
393.3992527	1	1.0%
21.05979583	1	1.0%
Other values (62)	62	62.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	11.0%
0.022	1	1.0%
0.0936584	1	1.0%
0.1	2	2.0%
0.2671	1	1.0%
0.3530372	1	1.0%
0.595	1	1.0%
0.64	1	1.0%
0.75663071	1	1.0%
0.98029	1	1.0%

Value	Count	Frequency (%)
42062.59433	1	1.0%
10187.8755	1	1.0%
10001	1	1.0%
5303.391356	1	1.0%
2001	3	3.0%
1420.872369	1	1.0%
1080.700411	1	1.0%
1011.697327	1	1.0%
764.1994771	1	1.0%
611.3820377	1	1.0%

total_ether_balance
Real number (ℝ)

Distinct	73
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	180.3867

Minimum	-32.099159
Maximum	10187.876
Zeros	11
Zeros (%)	11.0%
Negative	8
Negative (%)	8.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	-32.099159
5-th percentile	-0.50969955
Q1	0.000591
median	0.001554
Q3	0.048335522
95-th percentile	252.35163
Maximum	10187.876
Range	10219.975
Interquartile range (IQR)	0.047744522

Descriptive statistics

Standard deviation	1145.7318
Coefficient of variation (CV)	6.3515312
Kurtosis	63.666373
Mean	180.3867
Median Absolute Deviation (MAD)	0.001554
Skewness	7.7884801
Sum	18038.67
Variance	1312701.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	11.0%
0.001554	7	7.0%
0.000861	6	6.0%
0.00105	4	4.0%
0.000504	2	2.0%
0.001414909	2	2.0%
0.001572218	2	2.0%
0.006027	1	1.0%
0.047297362	1	1.0%
8.12809039	1	1.0%
Other values (63)	63	63.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-32.09915869	1	1.0%
-22.89	1	1.0%
-17.24072198	1	1.0%
-1.48971	1	1.0%
-0.70316795	1	1.0%
-0.499517	1	1.0%
-0.48777454	1	1.0%
-0.2251	1	1.0%
0	11	11.0%
0.00042002	1	1.0%

Value	Count	Frequency (%)
10187.8755	1	1.0%
5303.391356	1	1.0%
764.1994771	1	1.0%
611.3820377	1	1.0%
483.2325508	1	1.0%
240.2	1	1.0%
160.2071435	1	1.0%
66.53886848	1	1.0%
58.10139867	1	1.0%
49.99894413	1	1.0%

Total_ERC20_tnxs
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	17
Distinct (%)	20.2%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.809524

Minimum	0
Maximum	498
Zeros	32
Zeros (%)	32.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	33.05
Maximum	498
Range	498
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	55.677963
Coefficient of variation (CV)	5.1508248
Kurtosis	72.906986
Mean	10.809524
Median Absolute Deviation (MAD)	1
Skewness	8.3292778
Sum	908
Variance	3100.0356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	32	32.0%
1	22	22.0%
3	6	6.0%
2	4	4.0%
7	3	3.0%
4	3	3.0%
6	3	3.0%
5	2	2.0%
22	1	1.0%
75	1	1.0%
Other values (7)	7	7.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	32.0%
1	22	22.0%
2	4	4.0%
3	6	6.0%
4	3	3.0%
5	2	2.0%
6	3	3.0%
7	3	3.0%
8	1	1.0%
10	1	1.0%

Value	Count	Frequency (%)
498	1	1.0%
95	1	1.0%
75	1	1.0%
45	1	1.0%
35	1	1.0%
22	1	1.0%
11	1	1.0%
10	1	1.0%
8	1	1.0%
7	3	3.0%

ERC20_total_Ether_received
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	33
Distinct (%)	39.3%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	134457.56

Minimum	0
Maximum	8224365.2
Zeros	34
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.337
Q3	52.543302
95-th percentile	371109.53
Maximum	8224365.2
Range	8224365.2
Interquartile range (IQR)	52.543302

Descriptive statistics

Standard deviation	907449.43
Coefficient of variation (CV)	6.7489656
Kurtosis	78.720761
Mean	134457.56
Median Absolute Deviation (MAD)	1.337
Skewness	8.7625836
Sum	11294435
Variance	8.2346447 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	34	34.0%
1.337	14	14.0%
13.37	5	5.0%
100.337	2	2.0%
1.603598952	1	1.0%
664.8515447	1	1.0%
19.61887385	1	1.0%
917.1005762	1	1.0%
397236.8967	1	1.0%
464323.1929	1	1.0%
Other values (23)	23	23.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	34.0%
1 × 10^-12	1	1.0%
0.889002255	1	1.0%
1.179313258	1	1.0%
1.337	14	14.0%
1.603598952	1	1.0%
1.816217033	1	1.0%
2.097621132	1	1.0%
2.329898685	1	1.0%
4.211841121	1	1.0%

Value	Count	Frequency (%)
8224365.159	1	1.0%
1141890.121	1	1.0%
701817.7156	1	1.0%
464323.1929	1	1.0%
397236.8967	1	1.0%
223054.4271	1	1.0%
59980.25284	1	1.0%
49768.85779	1	1.0%
15105.337	1	1.0%
7812	1	1.0%

ERC20_total_ether_sent
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	13
Distinct (%)	15.5%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	96401.911

Minimum	0
Maximum	6068738.9
Zeros	71
Zeros (%)	71.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	56529.774
Maximum	6068738.9
Range	6068738.9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	673441.72
Coefficient of variation (CV)	6.9857715
Kurtosis	77.077033
Mean	96401.911
Median Absolute Deviation (MAD)	0
Skewness	8.6535252
Sum	8097760.5
Variance	4.5352375 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	71	71.0%
100	2	2.0%
1141889.49	1	1.0%
7812	1	1.0%
36.61203433	1	1.0%
18797.00042	1	1.0%
1216.789506	1	1.0%
6068738.885	1	1.0%
20.83224224	1	1.0%
49666.85779	1	1.0%
Other values (3)	3	3.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	71.0%
20.83224224	1	1.0%
36.61203433	1	1.0%
100	2	2.0%
1216.789506	1	1.0%
7812	1	1.0%
18797.00042	1	1.0%
49666.85779	1	1.0%
57740.8763	1	1.0%
354504.2989	1	1.0%

Value	Count	Frequency (%)
6068738.885	1	1.0%
1141889.49	1	1.0%
397136.8967	1	1.0%
354504.2989	1	1.0%
57740.8763	1	1.0%
49666.85779	1	1.0%
18797.00042	1	1.0%
7812	1	1.0%
1216.789506	1	1.0%
100	2	2.0%

ERC20_total_Ether_sent_contract
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	2.4%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	83
5.57e-05	1

Length

Max length	8
Median length	3
Mean length	3.0595238
Min length	3

Characters and Unicode

Total characters	257
Distinct characters	6
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	83	83.0%
5.57e-05	1	1.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	83	98.8%
5.57e-05	1	1.2%

Most occurring characters

Value	Count	Frequency (%)
0	167	65.0%
.	84	32.7%
5	3	1.2%
7	1	0.4%
e	1	0.4%
-	1	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	171	66.5%
Other Punctuation	84	32.7%
Lowercase Letter	1	0.4%
Dash Punctuation	1	0.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	167	97.7%
5	3	1.8%
7	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	256	99.6%
Latin	1	0.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	167	65.2%
.	84	32.8%
5	3	1.2%
7	1	0.4%
-	1	0.4%

Latin

Value	Count	Frequency (%)
e	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	257	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	167	65.0%
.	84	32.7%
5	3	1.2%
7	1	0.4%
e	1	0.4%
-	1	0.4%

ERC20_uniq_sent_addr
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	7
Distinct (%)	8.3%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.70238095

Minimum	0
Maximum	21
Zeros	71
Zeros (%)	71.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1.85
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.9484722
Coefficient of variation (CV)	4.1978248
Kurtosis	33.545632
Mean	0.70238095
Median Absolute Deviation (MAD)	0
Skewness	5.6149942
Sum	59
Variance	8.6934882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	71	71.0%
1	8	8.0%
7	1	1.0%
6	1	1.0%
15	1	1.0%
21	1	1.0%
2	1	1.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	71.0%
1	8	8.0%
2	1	1.0%
6	1	1.0%
7	1	1.0%
15	1	1.0%
21	1	1.0%

Value	Count	Frequency (%)
21	1	1.0%
15	1	1.0%
7	1	1.0%
6	1	1.0%
2	1	1.0%
1	8	8.0%
0	71	71.0%

ERC20_uniq_rec_addr
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	14
Distinct (%)	16.7%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7261905

Minimum	0
Maximum	153
Zeros	34
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	21.6
Maximum	153
Range	153
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	17.684212
Coefficient of variation (CV)	3.7417476
Kurtosis	61.203677
Mean	4.7261905
Median Absolute Deviation (MAD)	1
Skewness	7.4410529
Sum	397
Variance	312.73135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	34	34.0%
1	21	21.0%
2	6	6.0%
3	6	6.0%
6	3	3.0%
4	3	3.0%
7	2	2.0%
8	2	2.0%
5	2	2.0%
38	1	1.0%
Other values (4)	4	4.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	34.0%
1	21	21.0%
2	6	6.0%
3	6	6.0%
4	3	3.0%
5	2	2.0%
6	3	3.0%
7	2	2.0%
8	2	2.0%
24	1	1.0%

Value	Count	Frequency (%)
153	1	1.0%
38	1	1.0%
33	1	1.0%
28	1	1.0%
24	1	1.0%
8	2	2.0%
7	2	2.0%
6	3	3.0%
5	2	2.0%
4	3	3.0%

ERC20_uniq_sent_addr.1
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	2.4%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	83
1.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	83	83.0%
1.0	1	1.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	83	98.8%
1.0	1	1.2%

Most occurring characters

Value	Count	Frequency (%)
0	167	66.3%
.	84	33.3%
1	1	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	167	99.4%
1	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	167	66.3%
.	84	33.3%
1	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	167	66.3%
.	84	33.3%
1	1	0.4%

ERC20_uniq_rec_contract_addr
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	15
Distinct (%)	17.9%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7857143

Minimum	0
Maximum	213
Zeros	34
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	27.15
Maximum	213
Range	213
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	24.224389
Coefficient of variation (CV)	4.1869313
Kurtosis	66.426214
Mean	5.7857143
Median Absolute Deviation (MAD)	1
Skewness	7.8374297
Sum	486
Variance	586.821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	34	34.0%
1	21	21.0%
3	6	6.0%
2	5	5.0%
4	4	4.0%
6	3	3.0%
7	2	2.0%
5	2	2.0%
50	1	1.0%
30	1	1.0%
Other values (5)	5	5.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	34.0%
1	21	21.0%
2	5	5.0%
3	6	6.0%
4	4	4.0%
5	2	2.0%
6	3	3.0%
7	2	2.0%
10	1	1.0%
11	1	1.0%

Value	Count	Frequency (%)
213	1	1.0%
50	1	1.0%
33	1	1.0%
32	1	1.0%
30	1	1.0%
11	1	1.0%
10	1	1.0%
7	2	2.0%
6	3	3.0%
5	2	2.0%

ERC20_avg_time_between_sent_tnx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	1.2%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	84

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	84	84.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	168	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

ERC20_avg_time_between_rec_tnx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	1.2%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	84

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	84	84.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	168	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

ERC20_avg_time_between_rec_2_tnx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	1.2%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	84

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	84	84.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	168	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

ERC20_avg_time_between_contract_tnx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	1.2%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	84

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	84	84.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	168	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

ERC20_min_val_rec
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	16.7%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	94.140827

Minimum	0
Maximum	7812
Zeros	54
Zeros (%)	54.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.08425
95-th percentile	13.37
Maximum	7812
Range	7812
Interquartile range (IQR)	1.08425

Descriptive statistics

Standard deviation	852.23897
Coefficient of variation (CV)	9.0528095
Kurtosis	83.997602
Mean	94.140827
Median Absolute Deviation (MAD)	0
Skewness	9.1649577
Sum	7907.8295
Variance	726311.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	54	54.0%
1.337	12	12.0%
13.37	5	5.0%
1	3	3.0%
7812	1	1.0%
0.423705	1	1.0%
2.097621	1	1.0%
0.541648	1	1.0%
0.760186	1	1.0%
0.317841	1	1.0%
Other values (4)	4	4.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	54.0%
1 × 10^-6	1	1.0%
0.317841	1	1.0%
0.423705	1	1.0%
0.424541	1	1.0%
0.541648	1	1.0%
0.760186	1	1.0%
1	3	3.0%
1.337	12	12.0%
1.603599	1	1.0%

Value	Count	Frequency (%)
7812	1	1.0%
13.37	5	5.0%
3.766315	1	1.0%
2.097621	1	1.0%
1.603599	1	1.0%
1.337	12	12.0%
1	3	3.0%
0.760186	1	1.0%
0.541648	1	1.0%
0.424541	1	1.0%

ERC20_max_val_rec
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	30
Distinct (%)	35.7%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	28744.203

Minimum	0
Maximum	950000
Zeros	35
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.337
Q3	38.479526
95-th percentile	97221.325
Maximum	950000
Range	950000
Interquartile range (IQR)	38.479526

Descriptive statistics

Standard deviation	127978.67
Coefficient of variation (CV)	4.4523298
Kurtosis	35.674089
Mean	28744.203
Median Absolute Deviation (MAD)	1.337
Skewness	5.6944255
Sum	2414513.1
Variance	1.6378541 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	35	35.0%
1.337	14	14.0%
13.37	5	5.0%
600	3	3.0%
99	2	2.0%
1	1	1.0%
513.387025	1	1.0%
0.888889	1	1.0%
50000	1	1.0%
2.894	1	1.0%
Other values (20)	20	20.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	35.0%
0.755608	1	1.0%
0.888889	1	1.0%
1	1	1.0%
1.056031	1	1.0%
1.337	14	14.0%
1.603599	1	1.0%
2.097621	1	1.0%
2.894	1	1.0%
13.37	5	5.0%

Value	Count	Frequency (%)
950000	1	1.0%
534600	1	1.0%
342426.6	1	1.0%
325756.271	1	1.0%
105554.5	1	1.0%
50000	1	1.0%
49666.85779	1	1.0%
27403.57679	1	1.0%
15000	1	1.0%
7812	1	1.0%

ERC20_avg_val_rec
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	35
Distinct (%)	41.7%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	3212.6468

Minimum	0
Maximum	99309.224
Zeros	35
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.337
Q3	15.04435
95-th percentile	10628.626
Maximum	99309.224
Range	99309.224
Interquartile range (IQR)	15.04435

Descriptive statistics

Standard deviation	15126.124
Coefficient of variation (CV)	4.708306
Kurtosis	35.693595
Mean	3212.6468
Median Absolute Deviation (MAD)	1.337
Skewness	5.9528371
Sum	269862.33
Variance	2.2879963 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	35	35.0%
1.337	12	12.0%
13.37	5	5.0%
0.445667	1	1.0%
0.776633	1	1.0%
72.409592	1	1.0%
158.073499	1	1.0%
301.883157	1	1.0%
16589.61927	1	1.0%
5719.344284	1	1.0%
Other values (25)	25	25.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	35.0%
0.1778	1	1.0%
0.445667	1	1.0%
0.589657	1	1.0%
0.6685	1	1.0%
0.776633	1	1.0%
0.908109	1	1.0%
1.337	12	12.0%
1.403947	1	1.0%
1.603599	1	1.0%

Value	Count	Frequency (%)
99309.22418	1	1.0%
95157.5101	1	1.0%
18734.31699	1	1.0%
16589.61927	1	1.0%
10797.19562	1	1.0%
9673.399851	1	1.0%
7812	1	1.0%
5719.344284	1	1.0%
2517.556167	1	1.0%
1764.125083	1	1.0%

ERC20_min_val_sent
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	8
Distinct (%)	9.5%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	653.77126

Minimum	0
Maximum	49666.858
Zeros	76
Zeros (%)	76.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	100
Maximum	49666.858
Range	49666.858
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5423.401
Coefficient of variation (CV)	8.2955635
Kurtosis	83.282783
Mean	653.77126
Median Absolute Deviation (MAD)	0
Skewness	9.1088739
Sum	54916.786
Variance	29413278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	76	76.0%
100	2	2.0%
2812	1	1.0%
0.306034	1	1.0%
1216.789506	1	1.0%
20.832242	1	1.0%
49666.85779	1	1.0%
1000	1	1.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	76	76.0%
0.306034	1	1.0%
20.832242	1	1.0%
100	2	2.0%
1000	1	1.0%
1216.789506	1	1.0%
2812	1	1.0%
49666.85779	1	1.0%

Value	Count	Frequency (%)
49666.85779	1	1.0%
2812	1	1.0%
1216.789506	1	1.0%
1000	1	1.0%
100	2	2.0%
20.832242	1	1.0%
0.306034	1	1.0%
0	76	76.0%

ERC20_max_val_sent
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	13
Distinct (%)	15.5%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	26410.358

Minimum	0
Maximum	1350000
Zeros	71
Zeros (%)	71.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	48938.625
Maximum	1350000
Range	1350000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	155202.68
Coefficient of variation (CV)	5.8765839
Kurtosis	65.798846
Mean	26410.358
Median Absolute Deviation (MAD)	0
Skewness	7.8439158
Sum	2218470
Variance	2.4087873 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	71	71.0%
100	2	2.0%
342426	1	1.0%
5000	1	1.0%
18.306	1	1.0%
13799	1	1.0%
1216.789506	1	1.0%
1350000	1	1.0%
20.832242	1	1.0%
49666.85779	1	1.0%
Other values (3)	3	3.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	71.0%
18.306	1	1.0%
20.832242	1	1.0%
100	2	2.0%
1216.789506	1	1.0%
5000	1	1.0%
13799	1	1.0%
44811.975	1	1.0%
49666.85779	1	1.0%
85554	1	1.0%

Value	Count	Frequency (%)
1350000	1	1.0%
342426	1	1.0%
325756.271	1	1.0%
85554	1	1.0%
49666.85779	1	1.0%
44811.975	1	1.0%
13799	1	1.0%
5000	1	1.0%
1216.789506	1	1.0%
100	2	2.0%

ERC20_avg_val_sent
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	13
Distinct (%)	15.5%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	5041.6238

Minimum	0
Maximum	132378.97
Zeros	71
Zeros (%)	71.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	9311.3542
Maximum	132378.97
Range	132378.97
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	22399.7
Coefficient of variation (CV)	4.4429534
Kurtosis	22.632698
Mean	5041.6238
Median Absolute Deviation (MAD)	0
Skewness	4.8102175
Sum	423496.4
Variance	5.0174655 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	71	71.0%
100	2	2.0%
114188.949	1	1.0%
3906	1	1.0%
12.204011	1	1.0%
1879.700042	1	1.0%
1216.789506	1	1.0%
102859.9811	1	1.0%
20.832242	1	1.0%
49666.85779	1	1.0%
Other values (3)	3	3.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	71.0%
12.204011	1	1.0%
20.832242	1	1.0%
100	2	2.0%
1216.789506	1	1.0%
1879.700042	1	1.0%
3906	1	1.0%
7542.644658	1	1.0%
9623.479383	1	1.0%
49666.85779	1	1.0%

Value	Count	Frequency (%)
132378.9656	1	1.0%
114188.949	1	1.0%
102859.9811	1	1.0%
49666.85779	1	1.0%
9623.479383	1	1.0%
7542.644658	1	1.0%
3906	1	1.0%
1879.700042	1	1.0%
1216.789506	1	1.0%
100	2	2.0%

ERC20_min_val_sent_contract
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	1.2%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	84

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	84	84.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	168	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

ERC20_max_val_sent_contract
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	1.2%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	84

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	84	84.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	168	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

ERC20_avg_val_sent_contract
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	1.2%
Missing	16
Missing (%)	16.0%
Memory size	1.6 KiB

0.0	84

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	84	84.0%
(Missing)	16	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	168	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	168	66.7%
.	84	33.3%

ERC20_uniq_sent_token_name
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	8
Distinct (%)	9.5%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.202381

Minimum	0
Maximum	56
Zeros	71
Zeros (%)	71.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.85
Maximum	56
Range	56
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.567132
Coefficient of variation (CV)	5.4617732
Kurtosis	60.983786
Mean	1.202381
Median Absolute Deviation (MAD)	0
Skewness	7.5645361
Sum	101
Variance	43.127223
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	71	71.0%
1	7	7.0%
5	1	1.0%
6	1	1.0%
56	1	1.0%
3	1	1.0%
22	1	1.0%
2	1	1.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	71.0%
1	7	7.0%
2	1	1.0%
3	1	1.0%
5	1	1.0%
6	1	1.0%
22	1	1.0%
56	1	1.0%

Value	Count	Frequency (%)
56	1	1.0%
22	1	1.0%
6	1	1.0%
5	1	1.0%
3	1	1.0%
2	1	1.0%
1	7	7.0%
0	71	71.0%

ERC20_uniq_rec_token_name
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	15
Distinct (%)	17.9%
Missing	16
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7261905

Minimum	0
Maximum	211
Zeros	34
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	27.15
Maximum	211
Range	211
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	23.993147
Coefficient of variation (CV)	4.1900714
Kurtosis	66.480215
Mean	5.7261905
Median Absolute Deviation (MAD)	1
Skewness	7.8421604
Sum	481
Variance	575.67111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	34	34.0%
1	21	21.0%
3	7	7.0%
2	5	5.0%
6	3	3.0%
4	3	3.0%
7	2	2.0%
5	2	2.0%
50	1	1.0%
30	1	1.0%
Other values (5)	5	5.0%
(Missing)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	34.0%
1	21	21.0%
2	5	5.0%
3	7	7.0%
4	3	3.0%
5	2	2.0%
6	3	3.0%
7	2	2.0%
10	1	1.0%
11	1	1.0%

Value	Count	Frequency (%)
211	1	1.0%
50	1	1.0%
32	1	1.0%
31	1	1.0%
30	1	1.0%
11	1	1.0%
10	1	1.0%
7	2	2.0%
6	3	3.0%
5	2	2.0%

Auto

Heatmap
Table

	Avg_min_between_sent_tnx	Avg_min_between_received_tnx	Time_Diff_between_first_and_last_(Mins)	min_value_received	max_value_received	avg_val_received	min_val_sent	max_val_sent	avg_val_sent	total_Ether_sent	total_ether_received	total_ether_balance	Total_ERC20_tnxs	ERC20_total_Ether_received	ERC20_total_ether_sent	ERC20_uniq_sent_addr	ERC20_uniq_rec_addr	ERC20_uniq_rec_contract_addr	ERC20_min_val_rec	ERC20_max_val_rec	ERC20_avg_val_rec	ERC20_min_val_sent	ERC20_max_val_sent	ERC20_avg_val_sent	ERC20_uniq_sent_token_name	ERC20_uniq_rec_token_name	ERC20_total_Ether_sent_contract	ERC20_uniq_sent_addr.1
Avg_min_between_sent_tnx	1.000	0.226	0.224	0.251	0.305	0.243	0.062	0.575	0.472	0.626	0.305	0.015	0.097	0.133	0.377	0.379	0.092	0.096	-0.303	0.139	0.118	0.167	0.376	0.374	0.381	0.098	0.000	0.000
Avg_min_between_received_tnx	0.226	1.000	0.779	-0.428	0.133	0.019	-0.336	-0.070	-0.149	0.013	0.316	0.480	0.473	0.416	0.263	0.265	0.473	0.479	-0.110	0.379	0.365	0.055	0.261	0.260	0.269	0.479	0.000	0.000
Time_Diff_between_first_and_last_(Mins)	0.224	0.779	1.000	-0.343	0.078	-0.022	-0.284	-0.069	-0.143	0.011	0.301	0.441	0.577	0.447	0.312	0.321	0.574	0.572	-0.094	0.407	0.386	0.105	0.312	0.307	0.323	0.569	0.481	0.481
min_value_received	0.251	-0.428	-0.343	1.000	0.448	0.594	0.773	0.729	0.789	0.685	0.243	-0.196	-0.607	-0.543	-0.189	-0.188	-0.596	-0.595	-0.343	-0.519	-0.517	-0.135	-0.188	-0.188	-0.187	-0.593	0.000	0.000
max_value_received	0.305	0.133	0.078	0.448	1.000	0.937	0.301	0.675	0.657	0.649	0.885	0.259	-0.118	-0.119	0.057	0.068	-0.099	-0.101	-0.401	-0.118	-0.136	-0.056	0.057	0.051	0.066	-0.098	0.000	0.000
avg_val_received	0.243	0.019	-0.022	0.594	0.937	1.000	0.427	0.682	0.704	0.649	0.792	0.187	-0.269	-0.236	-0.099	-0.087	-0.230	-0.234	-0.343	-0.238	-0.248	-0.133	-0.099	-0.103	-0.089	-0.231	0.000	0.000
min_val_sent	0.062	-0.336	-0.284	0.773	0.301	0.427	1.000	0.600	0.714	0.555	0.086	-0.210	-0.544	-0.509	-0.402	-0.401	-0.515	-0.516	-0.068	-0.481	-0.482	-0.272	-0.402	-0.402	-0.402	-0.515	0.000	0.000
max_val_sent	0.575	-0.070	-0.069	0.729	0.675	0.682	0.600	1.000	0.973	0.967	0.521	-0.197	-0.260	-0.238	0.146	0.155	-0.244	-0.245	-0.411	-0.225	-0.243	0.002	0.146	0.141	0.154	-0.243	0.000	0.000
avg_val_sent	0.472	-0.149	-0.143	0.789	0.657	0.704	0.714	0.973	1.000	0.937	0.482	-0.195	-0.340	-0.317	0.027	0.037	-0.319	-0.321	-0.361	-0.300	-0.315	-0.026	0.028	0.025	0.035	-0.319	0.000	0.000
total_Ether_sent	0.626	0.013	0.011	0.685	0.649	0.649	0.555	0.967	0.937	1.000	0.553	-0.157	-0.261	-0.241	0.158	0.170	-0.243	-0.244	-0.440	-0.238	-0.256	-0.010	0.158	0.152	0.169	-0.242	0.000	0.000
total_ether_received	0.305	0.316	0.301	0.243	0.885	0.792	0.086	0.521	0.482	0.553	1.000	0.466	-0.022	-0.069	0.057	0.074	0.004	-0.001	-0.377	-0.101	-0.115	-0.050	0.058	0.051	0.071	0.002	0.000	0.000
total_ether_balance	0.015	0.480	0.441	-0.196	0.259	0.187	-0.210	-0.197	-0.195	-0.157	0.466	1.000	0.140	0.052	-0.200	-0.208	0.151	0.156	-0.089	0.011	0.011	0.000	-0.199	-0.191	-0.206	0.156	0.000	0.000
Total_ERC20_tnxs	0.097	0.473	0.577	-0.607	-0.118	-0.269	-0.544	-0.260	-0.340	-0.261	-0.022	0.140	1.000	0.933	0.533	0.535	0.976	0.977	0.208	0.916	0.899	0.317	0.533	0.531	0.536	0.977	0.000	0.000
ERC20_total_Ether_received	0.133	0.416	0.447	-0.543	-0.119	-0.236	-0.509	-0.238	-0.317	-0.241	-0.069	0.052	0.933	1.000	0.495	0.490	0.937	0.942	0.343	0.990	0.988	0.251	0.495	0.494	0.492	0.945	0.000	0.000
ERC20_total_ether_sent	0.377	0.263	0.312	-0.189	0.057	-0.099	-0.402	0.146	0.027	0.158	0.057	-0.200	0.533	0.495	1.000	0.998	0.401	0.410	-0.221	0.498	0.491	0.708	1.000	0.999	0.998	0.412	0.000	0.000
ERC20_uniq_sent_addr	0.379	0.265	0.321	-0.188	0.068	-0.087	-0.401	0.155	0.037	0.170	0.074	-0.208	0.535	0.490	0.998	1.000	0.404	0.411	-0.224	0.492	0.484	0.713	0.997	0.996	0.999	0.413	0.000	0.000
ERC20_uniq_rec_addr	0.092	0.473	0.574	-0.596	-0.099	-0.230	-0.515	-0.244	-0.319	-0.243	0.004	0.151	0.976	0.937	0.401	0.404	1.000	0.998	0.237	0.918	0.900	0.178	0.401	0.397	0.404	0.998	0.000	0.000
ERC20_uniq_rec_contract_addr	0.096	0.479	0.572	-0.595	-0.101	-0.234	-0.516	-0.245	-0.321	-0.244	-0.001	0.156	0.977	0.942	0.410	0.411	0.998	1.000	0.230	0.924	0.906	0.175	0.410	0.407	0.413	1.000	0.000	0.000
ERC20_min_val_rec	-0.303	-0.110	-0.094	-0.343	-0.401	-0.343	-0.068	-0.411	-0.361	-0.440	-0.377	-0.089	0.208	0.343	-0.221	-0.224	0.237	0.230	1.000	0.351	0.390	-0.117	-0.221	-0.219	-0.225	0.229	0.000	0.000
ERC20_max_val_rec	0.139	0.379	0.407	-0.519	-0.118	-0.238	-0.481	-0.225	-0.300	-0.238	-0.101	0.011	0.916	0.990	0.498	0.492	0.918	0.924	0.351	1.000	0.996	0.254	0.498	0.497	0.495	0.926	0.000	0.000
ERC20_avg_val_rec	0.118	0.365	0.386	-0.517	-0.136	-0.248	-0.482	-0.243	-0.315	-0.256	-0.115	0.011	0.899	0.988	0.491	0.484	0.900	0.906	0.390	0.996	1.000	0.250	0.492	0.492	0.487	0.909	0.000	0.000
ERC20_min_val_sent	0.167	0.055	0.105	-0.135	-0.056	-0.133	-0.272	0.002	-0.026	-0.010	-0.050	0.000	0.317	0.251	0.708	0.713	0.178	0.175	-0.117	0.254	0.250	1.000	0.708	0.717	0.701	0.176	0.000	0.000
ERC20_max_val_sent	0.376	0.261	0.312	-0.188	0.057	-0.099	-0.402	0.146	0.028	0.158	0.058	-0.199	0.533	0.495	1.000	0.997	0.401	0.410	-0.221	0.498	0.492	0.708	1.000	1.000	0.998	0.412	0.000	0.000
ERC20_avg_val_sent	0.374	0.260	0.307	-0.188	0.051	-0.103	-0.402	0.141	0.025	0.152	0.051	-0.191	0.531	0.494	0.999	0.996	0.397	0.407	-0.219	0.497	0.492	0.717	1.000	1.000	0.997	0.409	0.000	0.000
ERC20_uniq_sent_token_name	0.381	0.269	0.323	-0.187	0.066	-0.089	-0.402	0.154	0.035	0.169	0.071	-0.206	0.536	0.492	0.998	0.999	0.404	0.413	-0.225	0.495	0.487	0.701	0.998	0.997	1.000	0.414	0.000	0.000
ERC20_uniq_rec_token_name	0.098	0.479	0.569	-0.593	-0.098	-0.231	-0.515	-0.243	-0.319	-0.242	0.002	0.156	0.977	0.945	0.412	0.413	0.998	1.000	0.229	0.926	0.909	0.176	0.412	0.409	0.414	1.000	0.000	0.000
ERC20_total_Ether_sent_contract	0.000	0.000	0.481	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.485
ERC20_uniq_sent_addr.1	0.000	0.000	0.481	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.485	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Avg_min_between_sent_tnx	Avg_min_between_received_tnx	Time_Diff_between_first_and_last_(Mins)	min_value_received	max_value_received	avg_val_received	min_val_sent	max_val_sent	avg_val_sent	total_Ether_sent	total_ether_received	total_ether_balance	Total_ERC20_tnxs	ERC20_total_Ether_received	ERC20_total_ether_sent	ERC20_uniq_sent_addr	ERC20_uniq_rec_addr	ERC20_uniq_rec_contract_addr	ERC20_min_val_rec	ERC20_max_val_rec	ERC20_avg_val_rec	ERC20_min_val_sent	ERC20_max_val_sent	ERC20_avg_val_sent	ERC20_uniq_sent_token_name	ERC20_uniq_rec_token_name
2351	21.65000	0.00000	64.95000	101.00000	101.00000	101.00000	1.00000	91.18740	33.66615	100.99845	101.00000	0.00155	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000
33	140.50000	0.00000	281.00000	5.00000	5.00000	5.00000	2.49694	2.50000	2.49847	4.99694	5.00000	0.00306	1.00000	13.37000	0.00000	0.00000	1.00000	1.00000	13.37000	13.37000	13.37000	0.00000	0.00000	0.00000	0.00000	1.00000
3638	0.00000	5192.47000	18411.57000	0.03000	1.05045	0.59808	0.50000	0.50000	0.50000	0.50000	1.79423	1.29423	7.00000	269.44665	0.00000	0.00000	6.00000	7.00000	0.00000	241.28787	38.49238	0.00000	0.00000	0.00000	0.00000	7.00000
4133	7133.41000	31214.68000	378118.77000	0.00100	187.06000	33.82849	0.00000	187.25300	15.04739	270.85300	270.62790	-0.22510	22.00000	1141890.12100	1141889.49000	7.00000	7.00000	6.00000	0.00000	342426.60000	95157.51010	0.00000	342426.00000	114188.94900	5.00000	6.00000
1406	485.61000	0.00000	971.22000	0.98029	0.98029	0.98029	1.23000	1.24000	1.23500	2.47000	0.98029	-1.48971	1.00000	13.37000	0.00000	0.00000	1.00000	1.00000	13.37000	13.37000	13.37000	0.00000	0.00000	0.00000	0.00000	1.00000
2024	12.93000	17.82000	61.48000	0.01235	0.08131	0.04683	0.00000	0.00000	0.00000	0.00000	0.09366	0.09366	3.00000	7812.00000	7812.00000	1.00000	1.00000	1.00000	7812.00000	7812.00000	7812.00000	2812.00000	5000.00000	3906.00000	1.00000	1.00000
538	0.00000	300.25000	11709.90000	0.00089	5.00000	0.92296	0.00000	0.00000	0.00000	0.00000	35.99561	35.99561	4.00000	100.33700	0.00000	0.00000	4.00000	4.00000	0.00000	99.00000	25.08425	0.00000	0.00000	0.00000	0.00000	4.00000
497	0.00000	157.81000	6154.77000	0.03073	18.00000	1.48978	0.00000	0.00000	0.00000	0.00000	58.10140	58.10140	6.00000	15105.33700	0.00000	0.00000	6.00000	6.00000	0.00000	15000.00000	2517.55617	0.00000	0.00000	0.00000	0.00000	6.00000
3313	107.70000	0.82000	324.73000	11.86102	89.13898	50.50000	2.00000	87.19844	33.66615	100.99844	101.00000	0.00156	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000
4546	0.00000	0.00000	31081.27000	0.35304	0.35304	0.35304	0.35262	0.35262	0.35262	0.35262	0.35304	0.00042	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000

	Avg_min_between_sent_tnx	Avg_min_between_received_tnx	Time_Diff_between_first_and_last_(Mins)	min_value_received	max_value_received	avg_val_received	min_val_sent	max_val_sent	avg_val_sent	total_Ether_sent	total_ether_received	total_ether_balance	Total_ERC20_tnxs	ERC20_total_Ether_received	ERC20_total_ether_sent	ERC20_total_Ether_sent_contract	ERC20_uniq_sent_addr	ERC20_uniq_rec_addr	ERC20_uniq_sent_addr.1	ERC20_uniq_rec_contract_addr	ERC20_avg_time_between_sent_tnx	ERC20_avg_time_between_rec_tnx	ERC20_avg_time_between_rec_2_tnx	ERC20_avg_time_between_contract_tnx	ERC20_min_val_rec	ERC20_max_val_rec	ERC20_avg_val_rec	ERC20_min_val_sent	ERC20_max_val_sent	ERC20_avg_val_sent	ERC20_min_val_sent_contract	ERC20_max_val_sent_contract	ERC20_avg_val_sent_contract	ERC20_uniq_sent_token_name	ERC20_uniq_rec_token_name
69	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4043	0.00000	11682.08000	105138.73000	0.00000	100.00000	26.68889	0.00000	0.00000	0.00000	0.00000	240.20000	240.20000	2.00000	603.76631	0.00000	0.00000	0.00000	2.00000	0.00000	2.00000	0.00000	0.00000	0.00000	0.00000	3.76632	600.00000	301.88316	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	2.00000
2251	22.18000	0.00000	66.55000	101.00000	101.00000	101.00000	3.46861	65.04972	33.66615	100.99845	101.00000	0.00155	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000
1488	23534.96000	0.00000	70604.87000	0.10000	0.10000	0.10000	0.00020	0.08900	0.03285	0.09855	0.10000	0.00145	1.00000	1.33700	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	1.33700	1.33700	1.33700	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000
2865	6.27000	6710.88000	26868.58000	0.49000	1.99000	1.27614	0.48951	1.98950	1.27567	5.10268	5.10456	0.00188	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000
1413	0.00000	135.21000	4724.03000	0.06271	1.48264	0.53353	5.86792	5.86792	5.86792	5.86792	5.86878	0.00086	1.00000	1.33700	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	1.33700	1.33700	1.33700	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000
1168	143.27000	95.03000	1096.50000	0.50000	1.00000	0.67261	0.50000	0.68800	0.53760	2.68800	2.69042	0.00242	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1451	0.00000	0.00000	2398.67000	0.10000	0.10000	0.10000	0.09688	0.09688	0.09688	0.09688	0.10000	0.00312	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1551	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000	13.37000	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	13.37000	13.37000	13.37000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000
1501	1706.53000	7597.60000	191810.00000	0.00050	2.07965	0.76520	0.04190	15.55454	1.75910	17.59104	17.59965	0.00861	3.00000	102.33700	0.00000	0.00000	0.00000	3.00000	0.00000	3.00000	0.00000	0.00000	0.00000	0.00000	1.00000	100.00000	34.11233	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	3.00000

Most frequently occurring

	Total_ERC20_tnxs	ERC20_total_Ether_received	ERC20_total_ether_sent	ERC20_total_Ether_sent_contract	ERC20_uniq_sent_addr	ERC20_uniq_rec_addr	ERC20_uniq_sent_addr.1	ERC20_uniq_rec_contract_addr	ERC20_avg_time_between_sent_tnx	ERC20_avg_time_between_rec_tnx	ERC20_avg_time_between_rec_2_tnx	ERC20_avg_time_between_contract_tnx	ERC20_min_val_rec	ERC20_max_val_rec	ERC20_avg_val_rec	ERC20_min_val_sent	ERC20_max_val_sent	ERC20_avg_val_sent	ERC20_min_val_sent_contract	ERC20_max_val_sent_contract	ERC20_avg_val_sent_contract	ERC20_uniq_sent_token_name	ERC20_uniq_rec_token_name	# duplicates
2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5
0	1.00000	1.33700	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	1.33700	1.33700	1.33700	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000	3
1	1.00000	13.37000	0.00000	0.00000	0.00000	1.00000	0.00000	1.00000	0.00000	0.00000	0.00000	0.00000	13.37000	13.37000	13.37000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	0.00000	1.00000	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Lowercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories